Skillful Precipitation Nowcasting using Deep Generative Models of Radar.
Suman V. RavuriKarel LencMatthew WillsonDmitry KanginRémi LamPiotr MirowskiMegan FitzsimonsMaria AthanassiadouSheleem KashemSam MadgeRachel PruddenAmol MandhaneAidan ClarkAndrew BrockKaren SimonyanRaia HadsellNiall H. RobinsonEllen ClancyAlberto ArribasShakir MohamedPublished in: CoRR (2021)
Keyphrases
- generative model
- probabilistic model
- deep belief networks
- em algorithm
- mixture model
- prior knowledge
- semi supervised
- conditional random fields
- discriminative models
- expectation maximization
- discriminative learning
- topic models
- information extraction
- hierarchical hidden markov models
- information retrieval
- generative and discriminative models
- maximum entropy principle
- hidden variables
- object categories
- multiscale